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Wojciech Samek

ASIDE: Architectural Separation of Instructions and Data in Language Models

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Mar 13, 2025
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Post-Hoc Concept Disentanglement: From Correlated to Isolated Concept Representations

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Mar 07, 2025
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FADE: Why Bad Descriptions Happen to Good Features

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Feb 24, 2025
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A Close Look at Decomposition-based XAI-Methods for Transformer Language Models

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Feb 21, 2025
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Synthetic Datasets for Machine Learning on Spatio-Temporal Graphs using PDEs

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Feb 06, 2025
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Ensuring Medical AI Safety: Explainable AI-Driven Detection and Mitigation of Spurious Model Behavior and Associated Data

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Jan 23, 2025
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Mechanistic understanding and validation of large AI models with SemanticLens

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Jan 09, 2025
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Opportunities and limitations of explaining quantum machine learning

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Dec 19, 2024
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Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers

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Dec 09, 2024
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Optimizing Federated Learning by Entropy-Based Client Selection

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Nov 02, 2024
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